Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 3351 |
| Missing cells | 120 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 549.9 KiB |
| Average record size in memory | 168.0 B |
Variable types
| Categorical | 4 |
|---|---|
| Text | 2 |
| Numeric | 15 |
month has constant value "" | Constant |
arr_flights is highly overall correlated with arr_del15 and 10 other fields | High correlation |
arr_del15 is highly overall correlated with arr_flights and 10 other fields | High correlation |
carrier_ct is highly overall correlated with arr_flights and 9 other fields | High correlation |
weather_ct is highly overall correlated with arr_flights and 9 other fields | High correlation |
nas_ct is highly overall correlated with arr_flights and 8 other fields | High correlation |
security_ct is highly overall correlated with security_delay | High correlation |
late_aircraft_ct is highly overall correlated with arr_flights and 9 other fields | High correlation |
arr_cancelled is highly overall correlated with arr_flights and 3 other fields | High correlation |
arr_delay is highly overall correlated with arr_flights and 10 other fields | High correlation |
carrier_delay is highly overall correlated with arr_flights and 10 other fields | High correlation |
weather_delay is highly overall correlated with arr_flights and 8 other fields | High correlation |
nas_delay is highly overall correlated with arr_flights and 9 other fields | High correlation |
security_delay is highly overall correlated with security_ct | High correlation |
late_aircraft_delay is highly overall correlated with arr_flights and 9 other fields | High correlation |
carrier is highly overall correlated with carrier_name | High correlation |
carrier_name is highly overall correlated with carrier | High correlation |
arr_del15 has 161 (4.8%) zeros | Zeros |
carrier_ct has 311 (9.3%) zeros | Zeros |
weather_ct has 1623 (48.4%) zeros | Zeros |
nas_ct has 527 (15.7%) zeros | Zeros |
security_ct has 2982 (89.0%) zeros | Zeros |
late_aircraft_ct has 588 (17.5%) zeros | Zeros |
arr_cancelled has 1802 (53.8%) zeros | Zeros |
arr_diverted has 2536 (75.7%) zeros | Zeros |
arr_delay has 161 (4.8%) zeros | Zeros |
carrier_delay has 311 (9.3%) zeros | Zeros |
weather_delay has 1621 (48.4%) zeros | Zeros |
nas_delay has 527 (15.7%) zeros | Zeros |
security_delay has 2982 (89.0%) zeros | Zeros |
late_aircraft_delay has 588 (17.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-24 00:09:11.278633 |
|---|---|
| Analysis finished | 2023-10-24 00:10:27.428571 |
| Duration | 1 minute and 16.15 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
year
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.3 KiB |
| 2019 | |
|---|---|
| 2020 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 13404 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020 |
|---|---|
| 2nd row | 2020 |
| 3rd row | 2020 |
| 4th row | 2020 |
| 5th row | 2020 |
Common Values
| Value | Count | Frequency (%) |
| 2019 | 1812 | |
| 2020 | 1539 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2019 | 1812 | |
| 2020 | 1539 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 4890 | |
| 0 | 4890 | |
| 1 | 1812 | 13.5% |
| 9 | 1812 | 13.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13404 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 4890 | |
| 0 | 4890 | |
| 1 | 1812 | 13.5% |
| 9 | 1812 | 13.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13404 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 4890 | |
| 0 | 4890 | |
| 1 | 1812 | 13.5% |
| 9 | 1812 | 13.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13404 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 4890 | |
| 0 | 4890 | |
| 1 | 1812 | 13.5% |
| 9 | 1812 | 13.5% |
month
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.3 KiB |
| 12 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 6702 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 12 |
|---|---|
| 2nd row | 12 |
| 3rd row | 12 |
| 4th row | 12 |
| 5th row | 12 |
Common Values
| Value | Count | Frequency (%) |
| 12 | 3351 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 12 | 3351 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3351 | |
| 2 | 3351 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6702 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3351 | |
| 2 | 3351 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 6702 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 3351 | |
| 2 | 3351 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6702 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 3351 | |
| 2 | 3351 |
carrier
Categorical
HIGH CORRELATION
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.3 KiB |
| OO | |
|---|---|
| MQ | |
| DL | |
| G4 | |
| 9E | |
| Other values (12) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 6702 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 9E |
|---|---|
| 2nd row | 9E |
| 3rd row | 9E |
| 4th row | 9E |
| 5th row | 9E |
Common Values
| Value | Count | Frequency (%) |
| OO | 482 | |
| MQ | 285 | 8.5% |
| DL | 255 | 7.6% |
| G4 | 240 | 7.2% |
| 9E | 226 | 6.7% |
| YV | 219 | 6.5% |
| AA | 199 | 5.9% |
| YX | 196 | 5.8% |
| UA | 193 | 5.8% |
| OH | 187 | 5.6% |
| Other values (7) | 869 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| oo | 482 | |
| mq | 285 | 8.5% |
| dl | 255 | 7.6% |
| g4 | 240 | 7.2% |
| 9e | 226 | 6.7% |
| yv | 219 | 6.5% |
| aa | 199 | 5.9% |
| yx | 196 | 5.8% |
| ua | 193 | 5.8% |
| oh | 187 | 5.6% |
| Other values (7) | 869 |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 1151 | |
| A | 772 | 11.5% |
| Y | 415 | 6.2% |
| 9 | 410 | 6.1% |
| E | 332 | 5.0% |
| V | 325 | 4.8% |
| Q | 285 | 4.3% |
| M | 285 | 4.3% |
| N | 278 | 4.1% |
| L | 255 | 3.8% |
| Other values (12) | 2194 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 5932 | |
| Decimal Number | 770 | 11.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 1151 | |
| A | 772 | |
| Y | 415 | 7.0% |
| E | 332 | 5.6% |
| V | 325 | 5.5% |
| Q | 285 | 4.8% |
| M | 285 | 4.8% |
| N | 278 | 4.7% |
| L | 255 | 4.3% |
| D | 255 | 4.3% |
| Other values (9) | 1579 |
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 410 | |
| 4 | 240 | |
| 6 | 120 | 15.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5932 | |
| Common | 770 | 11.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 1151 | |
| A | 772 | |
| Y | 415 | 7.0% |
| E | 332 | 5.6% |
| V | 325 | 5.5% |
| Q | 285 | 4.8% |
| M | 285 | 4.8% |
| N | 278 | 4.7% |
| L | 255 | 4.3% |
| D | 255 | 4.3% |
| Other values (9) | 1579 |
Common
| Value | Count | Frequency (%) |
| 9 | 410 | |
| 4 | 240 | |
| 6 | 120 | 15.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6702 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 1151 | |
| A | 772 | 11.5% |
| Y | 415 | 6.2% |
| 9 | 410 | 6.1% |
| E | 332 | 5.0% |
| V | 325 | 4.8% |
| Q | 285 | 4.3% |
| M | 285 | 4.3% |
| N | 278 | 4.1% |
| L | 255 | 3.8% |
| Other values (12) | 2194 |
carrier_name
Categorical
HIGH CORRELATION
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.3 KiB |
| SkyWest Airlines Inc. | |
|---|---|
| Envoy Air | |
| Delta Air Lines Inc. | |
| Allegiant Air | |
| Endeavor Air Inc. | |
| Other values (12) |
Length
| Max length | 23 |
|---|---|
| Median length | 21 |
| Mean length | 18.188899 |
| Min length | 9 |
Characters and Unicode
| Total characters | 60951 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Endeavor Air Inc. |
|---|---|
| 2nd row | Endeavor Air Inc. |
| 3rd row | Endeavor Air Inc. |
| 4th row | Endeavor Air Inc. |
| 5th row | Endeavor Air Inc. |
Common Values
| Value | Count | Frequency (%) |
| SkyWest Airlines Inc. | 482 | |
| Envoy Air | 285 | 8.5% |
| Delta Air Lines Inc. | 255 | 7.6% |
| Allegiant Air | 240 | 7.2% |
| Endeavor Air Inc. | 226 | 6.7% |
| Mesa Airlines Inc. | 219 | 6.5% |
| American Airlines Inc. | 199 | 5.9% |
| Republic Airline | 196 | 5.8% |
| United Air Lines Inc. | 193 | 5.8% |
| PSA Airlines Inc. | 187 | 5.6% |
| Other values (7) | 869 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| inc | 2126 | |
| airlines | 1739 | |
| air | 1296 | |
| lines | 545 | 5.6% |
| skywest | 482 | 5.0% |
| envoy | 285 | 3.0% |
| delta | 255 | 2.6% |
| allegiant | 240 | 2.5% |
| endeavor | 226 | 2.3% |
| mesa | 219 | 2.3% |
| Other values (15) | 2247 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 7111 | |
| 6309 | 10.4% | |
| n | 5970 | 9.8% |
| e | 5307 | 8.7% |
| r | 4347 | 7.1% |
| A | 4121 | 6.8% |
| s | 3642 | 6.0% |
| l | 3130 | 5.1% |
| c | 2521 | 4.1% |
| . | 2307 | 3.8% |
| Other values (30) | 16186 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 41381 | |
| Uppercase Letter | 10954 | 18.0% |
| Space Separator | 6309 | 10.4% |
| Other Punctuation | 2307 | 3.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 7111 | |
| n | 5970 | |
| e | 5307 | |
| r | 4347 | |
| s | 3642 | |
| l | 3130 | |
| c | 2521 | 6.1% |
| t | 2039 | 4.9% |
| a | 1658 | 4.0% |
| o | 1057 | 2.6% |
| Other values (12) | 4599 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 4121 | |
| I | 2126 | |
| S | 947 | 8.6% |
| L | 757 | 6.9% |
| E | 617 | 5.6% |
| W | 482 | 4.4% |
| C | 287 | 2.6% |
| D | 255 | 2.3% |
| J | 226 | 2.1% |
| M | 219 | 2.0% |
| Other values (6) | 917 | 8.4% |
Space Separator
| Value | Count | Frequency (%) |
| 6309 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2307 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52335 | |
| Common | 8616 | 14.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 7111 | |
| n | 5970 | |
| e | 5307 | |
| r | 4347 | 8.3% |
| A | 4121 | 7.9% |
| s | 3642 | 7.0% |
| l | 3130 | 6.0% |
| c | 2521 | 4.8% |
| I | 2126 | 4.1% |
| t | 2039 | 3.9% |
| Other values (28) | 12021 |
Common
| Value | Count | Frequency (%) |
| 6309 | ||
| . | 2307 | 26.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60951 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 7111 | |
| 6309 | 10.4% | |
| n | 5970 | 9.8% |
| e | 5307 | 8.7% |
| r | 4347 | 7.1% |
| A | 4121 | 6.8% |
| s | 3642 | 6.0% |
| l | 3130 | 5.1% |
| c | 2521 | 4.1% |
| . | 2307 | 3.8% |
| Other values (30) | 16186 |
airport
Text
| Distinct | 360 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.3 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 10053 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | ABE |
|---|---|
| 2nd row | ABY |
| 3rd row | AEX |
| 4th row | AGS |
| 5th row | ALB |
| Value | Count | Frequency (%) |
| bna | 31 | 0.9% |
| pit | 31 | 0.9% |
| rdu | 30 | 0.9% |
| msy | 30 | 0.9% |
| dtw | 29 | 0.9% |
| cle | 29 | 0.9% |
| ind | 29 | 0.9% |
| mci | 28 | 0.8% |
| chs | 28 | 0.8% |
| atl | 28 | 0.8% |
| Other values (350) | 3058 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 897 | 8.9% |
| A | 872 | 8.7% |
| L | 648 | 6.4% |
| M | 600 | 6.0% |
| T | 567 | 5.6% |
| C | 565 | 5.6% |
| B | 517 | 5.1% |
| R | 517 | 5.1% |
| D | 482 | 4.8% |
| P | 462 | 4.6% |
| Other values (16) | 3926 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10053 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 897 | 8.9% |
| A | 872 | 8.7% |
| L | 648 | 6.4% |
| M | 600 | 6.0% |
| T | 567 | 5.6% |
| C | 565 | 5.6% |
| B | 517 | 5.1% |
| R | 517 | 5.1% |
| D | 482 | 4.8% |
| P | 462 | 4.6% |
| Other values (16) | 3926 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10053 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 897 | 8.9% |
| A | 872 | 8.7% |
| L | 648 | 6.4% |
| M | 600 | 6.0% |
| T | 567 | 5.6% |
| C | 565 | 5.6% |
| B | 517 | 5.1% |
| R | 517 | 5.1% |
| D | 482 | 4.8% |
| P | 462 | 4.6% |
| Other values (16) | 3926 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10053 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 897 | 8.9% |
| A | 872 | 8.7% |
| L | 648 | 6.4% |
| M | 600 | 6.0% |
| T | 567 | 5.6% |
| C | 565 | 5.6% |
| B | 517 | 5.1% |
| R | 517 | 5.1% |
| D | 482 | 4.8% |
| P | 462 | 4.6% |
| Other values (16) | 3926 |
airport_name
Text
| Distinct | 360 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 26.3 KiB |
Length
| Max length | 70 |
|---|---|
| Median length | 57 |
| Mean length | 41.829006 |
| Min length | 20 |
Characters and Unicode
| Total characters | 140169 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Allentown/Bethlehem/Easton, PA: Lehigh Valley International |
|---|---|
| 2nd row | Albany, GA: Southwest Georgia Regional |
| 3rd row | Alexandria, LA: Alexandria International |
| 4th row | Augusta, GA: Augusta Regional at Bush Field |
| 5th row | Albany, NY: Albany International |
| Value | Count | Frequency (%) |
| international | 2167 | 12.4% |
| regional | 355 | 2.0% |
| fl | 269 | 1.5% |
| tx | 251 | 1.4% |
| ca | 247 | 1.4% |
| city | 227 | 1.3% |
| field | 199 | 1.1% |
| san | 186 | 1.1% |
| ny | 165 | 0.9% |
| county | 124 | 0.7% |
| Other values (760) | 13240 |
Most occurring characters
| Value | Count | Frequency (%) |
| 14079 | 10.0% | |
| n | 13035 | 9.3% |
| a | 12623 | 9.0% |
| e | 9215 | 6.6% |
| t | 9200 | 6.6% |
| o | 8777 | 6.3% |
| l | 8032 | 5.7% |
| i | 7820 | 5.6% |
| r | 7071 | 5.0% |
| s | 3804 | 2.7% |
| Other values (49) | 46513 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 96365 | |
| Uppercase Letter | 21854 | 15.6% |
| Space Separator | 14079 | 10.0% |
| Other Punctuation | 7524 | 5.4% |
| Dash Punctuation | 347 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 13035 | |
| a | 12623 | |
| e | 9215 | |
| t | 9200 | |
| o | 8777 | |
| l | 8032 | |
| i | 7820 | |
| r | 7071 | |
| s | 3804 | 3.9% |
| u | 2252 | 2.3% |
| Other values (16) | 14536 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 2875 | 13.2% |
| C | 1772 | 8.1% |
| A | 1758 | 8.0% |
| M | 1380 | 6.3% |
| S | 1271 | 5.8% |
| N | 1187 | 5.4% |
| L | 1153 | 5.3% |
| R | 1073 | 4.9% |
| B | 1051 | 4.8% |
| F | 1024 | 4.7% |
| Other values (16) | 7310 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 3351 | |
| , | 3351 | |
| / | 676 | 9.0% |
| . | 123 | 1.6% |
| ' | 23 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 14079 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 347 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 118219 | |
| Common | 21950 | 15.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 13035 | 11.0% |
| a | 12623 | 10.7% |
| e | 9215 | 7.8% |
| t | 9200 | 7.8% |
| o | 8777 | 7.4% |
| l | 8032 | 6.8% |
| i | 7820 | 6.6% |
| r | 7071 | 6.0% |
| s | 3804 | 3.2% |
| I | 2875 | 2.4% |
| Other values (42) | 35767 |
Common
| Value | Count | Frequency (%) |
| 14079 | ||
| : | 3351 | 15.3% |
| , | 3351 | 15.3% |
| / | 676 | 3.1% |
| - | 347 | 1.6% |
| . | 123 | 0.6% |
| ' | 23 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 140169 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 14079 | 10.0% | |
| n | 13035 | 9.3% |
| a | 12623 | 9.0% |
| e | 9215 | 6.6% |
| t | 9200 | 6.6% |
| o | 8777 | 6.3% |
| l | 8032 | 5.7% |
| i | 7820 | 5.6% |
| r | 7071 | 5.0% |
| s | 3804 | 2.7% |
| Other values (49) | 46513 |
arr_flights
Real number (ℝ)
HIGH CORRELATION
| Distinct | 751 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 298.27101 |
| Minimum | 1 |
|---|---|
| Maximum | 19713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 35 |
| median | 83 |
| Q3 | 194.5 |
| 95-th percentile | 1210.6 |
| Maximum | 19713 |
| Range | 19712 |
| Interquartile range (IQR) | 159.5 |
Descriptive statistics
| Standard deviation | 852.43633 |
|---|---|
| Coefficient of variation (CV) | 2.8579255 |
| Kurtosis | 123.74409 |
| Mean | 298.27101 |
| Median Absolute Deviation (MAD) | 57 |
| Skewness | 8.6913344 |
| Sum | 997120 |
| Variance | 726647.71 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31 | 98 | 2.9% |
| 53 | 65 | 1.9% |
| 62 | 46 | 1.4% |
| 60 | 41 | 1.2% |
| 2 | 39 | 1.2% |
| 30 | 37 | 1.1% |
| 12 | 37 | 1.1% |
| 1 | 37 | 1.1% |
| 14 | 34 | 1.0% |
| 61 | 34 | 1.0% |
| Other values (741) | 2875 |
| Value | Count | Frequency (%) |
| 1 | 37 | |
| 2 | 39 | |
| 3 | 14 | 0.4% |
| 4 | 22 | |
| 5 | 8 | 0.2% |
| 6 | 14 | 0.4% |
| 7 | 12 | 0.4% |
| 8 | 18 | |
| 9 | 30 | |
| 10 | 20 |
| Value | Count | Frequency (%) |
| 19713 | 1 | |
| 12549 | 1 | |
| 12420 | 1 | |
| 8423 | 1 | |
| 7965 | 1 | |
| 7959 | 1 | |
| 6411 | 1 | |
| 6345 | 1 | |
| 6217 | 1 | |
| 6103 | 1 |
arr_del15
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 332 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.995214 |
| Minimum | 0 |
|---|---|
| Maximum | 2289 |
| Zeros | 161 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 12 |
| Q3 | 33 |
| 95-th percentile | 212 |
| Maximum | 2289 |
| Range | 2289 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 146.48446 |
|---|---|
| Coefficient of variation (CV) | 2.8725138 |
| Kurtosis | 61.438774 |
| Mean | 50.995214 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 6.8610666 |
| Sum | 170477 |
| Variance | 21457.696 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 190 | 5.7% |
| 2 | 162 | 4.8% |
| 0 | 161 | 4.8% |
| 4 | 152 | 4.5% |
| 3 | 151 | 4.5% |
| 5 | 130 | 3.9% |
| 6 | 123 | 3.7% |
| 9 | 118 | 3.5% |
| 7 | 115 | 3.4% |
| 10 | 111 | 3.3% |
| Other values (322) | 1930 |
| Value | Count | Frequency (%) |
| 0 | 161 | |
| 1 | 190 | |
| 2 | 162 | |
| 3 | 151 | |
| 4 | 152 | |
| 5 | 130 | |
| 6 | 123 | |
| 7 | 115 | |
| 8 | 102 | |
| 9 | 118 |
| Value | Count | Frequency (%) |
| 2289 | 1 | |
| 2090 | 1 | |
| 1610 | 1 | |
| 1510 | 1 | |
| 1472 | 1 | |
| 1451 | 1 | |
| 1433 | 1 | |
| 1286 | 1 | |
| 1261 | 1 | |
| 1229 | 1 |
carrier_ct
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1601 |
|---|---|
| Distinct (%) | 47.9% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.065337 |
| Minimum | 0 |
|---|---|
| Maximum | 697 |
| Zeros | 311 |
| Zeros (%) | 9.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.49 |
| median | 4.75 |
| Q3 | 12.255 |
| 95-th percentile | 66.214 |
| Maximum | 697 |
| Range | 697 |
| Interquartile range (IQR) | 10.765 |
Descriptive statistics
| Standard deviation | 41.759516 |
|---|---|
| Coefficient of variation (CV) | 2.5993552 |
| Kurtosis | 73.625446 |
| Mean | 16.065337 |
| Median Absolute Deviation (MAD) | 3.75 |
| Skewness | 7.1672095 |
| Sum | 53706.42 |
| Variance | 1743.8572 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 311 | 9.3% |
| 1 | 167 | 5.0% |
| 2 | 67 | 2.0% |
| 3 | 47 | 1.4% |
| 4 | 28 | 0.8% |
| 6 | 23 | 0.7% |
| 5 | 22 | 0.7% |
| 7 | 22 | 0.7% |
| 9 | 14 | 0.4% |
| 12 | 12 | 0.4% |
| Other values (1591) | 2630 |
| Value | Count | Frequency (%) |
| 0 | 311 | |
| 0.01 | 2 | 0.1% |
| 0.02 | 2 | 0.1% |
| 0.03 | 3 | 0.1% |
| 0.04 | 5 | 0.1% |
| 0.05 | 2 | 0.1% |
| 0.06 | 8 | 0.2% |
| 0.08 | 5 | 0.1% |
| 0.09 | 3 | 0.1% |
| 0.1 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 697 | 1 | |
| 685.74 | 1 | |
| 550.92 | 1 | |
| 420.17 | 1 | |
| 414.32 | 1 | |
| 414.22 | 1 | |
| 391.23 | 1 | |
| 380.38 | 1 | |
| 364.08 | 1 | |
| 351.63 | 1 |
weather_ct
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 543 |
|---|---|
| Distinct (%) | 16.2% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4431439 |
| Minimum | 0 |
|---|---|
| Maximum | 89.42 |
| Zeros | 1623 |
| Zeros (%) | 48.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.06 |
| Q3 | 1.01 |
| 95-th percentile | 5.287 |
| Maximum | 89.42 |
| Range | 89.42 |
| Interquartile range (IQR) | 1.01 |
Descriptive statistics
| Standard deviation | 4.8216575 |
|---|---|
| Coefficient of variation (CV) | 3.3410788 |
| Kurtosis | 115.69527 |
| Mean | 1.4431439 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 9.3578077 |
| Sum | 4824.43 |
| Variance | 23.248381 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1623 | |
| 1 | 217 | 6.5% |
| 2 | 53 | 1.6% |
| 3 | 17 | 0.5% |
| 0.48 | 13 | 0.4% |
| 0.53 | 13 | 0.4% |
| 0.07 | 13 | 0.4% |
| 0.99 | 12 | 0.4% |
| 0.05 | 12 | 0.4% |
| 0.38 | 12 | 0.4% |
| Other values (533) | 1358 |
| Value | Count | Frequency (%) |
| 0 | 1623 | |
| 0.01 | 10 | 0.3% |
| 0.02 | 6 | 0.2% |
| 0.03 | 10 | 0.3% |
| 0.04 | 9 | 0.3% |
| 0.05 | 12 | 0.4% |
| 0.06 | 9 | 0.3% |
| 0.07 | 13 | 0.4% |
| 0.08 | 11 | 0.3% |
| 0.09 | 11 | 0.3% |
| Value | Count | Frequency (%) |
| 89.42 | 1 | |
| 77 | 1 | |
| 71.76 | 1 | |
| 66.3 | 1 | |
| 64.15 | 1 | |
| 63 | 1 | |
| 59 | 1 | |
| 54 | 1 | |
| 46.6 | 1 | |
| 45.01 | 1 |
nas_ct
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1470 |
|---|---|
| Distinct (%) | 44.0% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.183383 |
| Minimum | 0 |
|---|---|
| Maximum | 1039.54 |
| Zeros | 527 |
| Zeros (%) | 15.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.82 |
| median | 2.98 |
| Q3 | 8.87 |
| 95-th percentile | 69.095 |
| Maximum | 1039.54 |
| Range | 1039.54 |
| Interquartile range (IQR) | 8.05 |
Descriptive statistics
| Standard deviation | 56.423008 |
|---|---|
| Coefficient of variation (CV) | 3.4864779 |
| Kurtosis | 104.17147 |
| Mean | 16.183383 |
| Median Absolute Deviation (MAD) | 2.98 |
| Skewness | 8.7790581 |
| Sum | 54101.05 |
| Variance | 3183.5559 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 527 | 15.7% |
| 1 | 150 | 4.5% |
| 2 | 50 | 1.5% |
| 3 | 32 | 1.0% |
| 0.07 | 9 | 0.3% |
| 1.27 | 9 | 0.3% |
| 1.48 | 9 | 0.3% |
| 0.02 | 9 | 0.3% |
| 1.03 | 8 | 0.2% |
| 0.4 | 8 | 0.2% |
| Other values (1460) | 2532 |
| Value | Count | Frequency (%) |
| 0 | 527 | |
| 0.01 | 2 | 0.1% |
| 0.02 | 9 | 0.3% |
| 0.03 | 5 | 0.1% |
| 0.04 | 2 | 0.1% |
| 0.05 | 7 | 0.2% |
| 0.06 | 8 | 0.2% |
| 0.07 | 9 | 0.3% |
| 0.08 | 3 | 0.1% |
| 0.09 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 1039.54 | 1 | |
| 915.72 | 1 | |
| 761.79 | 1 | |
| 758.43 | 1 | |
| 707.34 | 1 | |
| 652.73 | 1 | |
| 650.12 | 1 | |
| 637.24 | 1 | |
| 626.41 | 1 | |
| 497.19 | 1 |
security_ct
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 164 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13731977 |
| Minimum | 0 |
|---|---|
| Maximum | 17.31 |
| Zeros | 2982 |
| Zeros (%) | 89.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 17.31 |
| Range | 17.31 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.64647884 |
|---|---|
| Coefficient of variation (CV) | 4.707835 |
| Kurtosis | 191.29528 |
| Mean | 0.13731977 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.733895 |
| Sum | 459.06 |
| Variance | 0.41793488 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2982 | |
| 1 | 79 | 2.4% |
| 0.05 | 7 | 0.2% |
| 0.03 | 6 | 0.2% |
| 2 | 5 | 0.1% |
| 0.96 | 5 | 0.1% |
| 0.13 | 4 | 0.1% |
| 0.94 | 4 | 0.1% |
| 0.45 | 4 | 0.1% |
| 1.15 | 4 | 0.1% |
| Other values (154) | 243 | 7.3% |
| (Missing) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 2982 | |
| 0.02 | 1 | < 0.1% |
| 0.03 | 6 | 0.2% |
| 0.04 | 3 | 0.1% |
| 0.05 | 7 | 0.2% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.09 | 3 | 0.1% |
| 0.1 | 2 | 0.1% |
| 0.11 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 17.31 | 1 | |
| 9.02 | 1 | |
| 7.56 | 1 | |
| 7 | 1 | |
| 6.28 | 1 | |
| 6.18 | 1 | |
| 6.14 | 1 | |
| 5.83 | 1 | |
| 5.78 | 1 | |
| 5.76 | 1 |
late_aircraft_ct
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1506 |
|---|---|
| Distinct (%) | 45.0% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.166069 |
| Minimum | 0 |
|---|---|
| Maximum | 819.66 |
| Zeros | 588 |
| Zeros (%) | 17.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.9 |
| median | 3.28 |
| Q3 | 10.24 |
| 95-th percentile | 67.898 |
| Maximum | 819.66 |
| Range | 819.66 |
| Interquartile range (IQR) | 9.34 |
Descriptive statistics
| Standard deviation | 55.447043 |
|---|---|
| Coefficient of variation (CV) | 3.2300372 |
| Kurtosis | 68.782659 |
| Mean | 17.166069 |
| Median Absolute Deviation (MAD) | 3.28 |
| Skewness | 7.3744247 |
| Sum | 57386.17 |
| Variance | 3074.3746 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 588 | 17.5% |
| 1 | 145 | 4.3% |
| 2 | 58 | 1.7% |
| 3 | 23 | 0.7% |
| 4 | 18 | 0.5% |
| 5 | 15 | 0.4% |
| 1.96 | 9 | 0.3% |
| 1.88 | 9 | 0.3% |
| 0.87 | 9 | 0.3% |
| 9 | 7 | 0.2% |
| Other values (1496) | 2462 | |
| (Missing) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 588 | |
| 0.01 | 2 | 0.1% |
| 0.03 | 4 | 0.1% |
| 0.04 | 6 | 0.2% |
| 0.05 | 2 | 0.1% |
| 0.06 | 3 | 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 3 | 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.11 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 819.66 | 1 | |
| 781.29 | 1 | |
| 753.59 | 1 | |
| 635.79 | 1 | |
| 582.52 | 1 | |
| 545.79 | 1 | |
| 544.87 | 1 | |
| 541.76 | 1 | |
| 541.04 | 1 | |
| 519.51 | 1 |
arr_cancelled
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 72 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8845348 |
| Minimum | 0 |
|---|---|
| Maximum | 224 |
| Zeros | 1802 |
| Zeros (%) | 53.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 12 |
| Maximum | 224 |
| Range | 224 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 10.126658 |
|---|---|
| Coefficient of variation (CV) | 3.5106728 |
| Kurtosis | 125.29169 |
| Mean | 2.8845348 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.2297791 |
| Sum | 9643 |
| Variance | 102.5492 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1802 | |
| 1 | 585 | 17.5% |
| 2 | 271 | 8.1% |
| 3 | 166 | 5.0% |
| 4 | 104 | 3.1% |
| 5 | 67 | 2.0% |
| 6 | 48 | 1.4% |
| 9 | 33 | 1.0% |
| 8 | 32 | 1.0% |
| 7 | 31 | 0.9% |
| Other values (62) | 204 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 1802 | |
| 1 | 585 | 17.5% |
| 2 | 271 | 8.1% |
| 3 | 166 | 5.0% |
| 4 | 104 | 3.1% |
| 5 | 67 | 2.0% |
| 6 | 48 | 1.4% |
| 7 | 31 | 0.9% |
| 8 | 32 | 1.0% |
| 9 | 33 | 1.0% |
| Value | Count | Frequency (%) |
| 224 | 1 | |
| 157 | 1 | |
| 138 | 1 | |
| 129 | 1 | |
| 116 | 1 | |
| 110 | 1 | |
| 101 | 1 | |
| 86 | 1 | |
| 84 | 1 | |
| 83 | 1 |
arr_diverted
Real number (ℝ)
ZEROS
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57583009 |
| Minimum | 0 |
|---|---|
| Maximum | 42 |
| Zeros | 2536 |
| Zeros (%) | 75.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0978835 |
|---|---|
| Coefficient of variation (CV) | 3.6432335 |
| Kurtosis | 154.61376 |
| Mean | 0.57583009 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.503617 |
| Sum | 1925 |
| Variance | 4.4011152 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 0 | 2536 | |
| 1 | 491 | 14.7% |
| 2 | 133 | 4.0% |
| 3 | 67 | 2.0% |
| 4 | 35 | 1.0% |
| 5 | 22 | 0.7% |
| 6 | 14 | 0.4% |
| 10 | 7 | 0.2% |
| 8 | 7 | 0.2% |
| 11 | 7 | 0.2% |
| Other values (13) | 24 | 0.7% |
| (Missing) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 2536 | |
| 1 | 491 | 14.7% |
| 2 | 133 | 4.0% |
| 3 | 67 | 2.0% |
| 4 | 35 | 1.0% |
| 5 | 22 | 0.7% |
| 6 | 14 | 0.4% |
| 7 | 5 | 0.1% |
| 8 | 7 | 0.2% |
| 9 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 42 | 1 | |
| 38 | 2 | |
| 32 | 1 | |
| 31 | 1 | |
| 25 | 1 | |
| 24 | 1 | |
| 21 | 2 | |
| 18 | 1 | |
| 17 | 1 | |
| 14 | 2 |
arr_delay
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 2032 |
|---|---|
| Distinct (%) | 60.8% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3333.8681 |
| Minimum | 0 |
|---|---|
| Maximum | 160383 |
| Zeros | 161 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15.1 |
| Q1 | 230 |
| median | 746 |
| Q3 | 2095.5 |
| 95-th percentile | 12878.1 |
| Maximum | 160383 |
| Range | 160383 |
| Interquartile range (IQR) | 1865.5 |
Descriptive statistics
| Standard deviation | 10284.927 |
|---|---|
| Coefficient of variation (CV) | 3.0849831 |
| Kurtosis | 72.22555 |
| Mean | 3333.8681 |
| Median Absolute Deviation (MAD) | 631 |
| Skewness | 7.4522941 |
| Sum | 11145121 |
| Variance | 1.0577972 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 161 | 4.8% |
| 23 | 10 | 0.3% |
| 51 | 8 | 0.2% |
| 19 | 8 | 0.2% |
| 92 | 8 | 0.2% |
| 18 | 8 | 0.2% |
| 178 | 8 | 0.2% |
| 20 | 7 | 0.2% |
| 114 | 7 | 0.2% |
| 17 | 7 | 0.2% |
| Other values (2022) | 3111 | |
| (Missing) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 161 | |
| 15 | 7 | 0.2% |
| 16 | 7 | 0.2% |
| 17 | 7 | 0.2% |
| 18 | 8 | 0.2% |
| 19 | 8 | 0.2% |
| 20 | 7 | 0.2% |
| 21 | 2 | 0.1% |
| 22 | 5 | 0.1% |
| 23 | 10 | 0.3% |
| Value | Count | Frequency (%) |
| 160383 | 1 | |
| 146063 | 1 | |
| 131775 | 1 | |
| 129297 | 1 | |
| 120448 | 1 | |
| 117498 | 1 | |
| 109305 | 1 | |
| 96011 | 1 | |
| 89508 | 1 | |
| 88488 | 1 |
carrier_delay
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1431 |
|---|---|
| Distinct (%) | 42.8% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1144.7631 |
| Minimum | 0 |
|---|---|
| Maximum | 55215 |
| Zeros | 311 |
| Zeros (%) | 9.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 68.5 |
| median | 272 |
| Q3 | 830.5 |
| 95-th percentile | 4492.8 |
| Maximum | 55215 |
| Range | 55215 |
| Interquartile range (IQR) | 762 |
Descriptive statistics
| Standard deviation | 3371.1035 |
|---|---|
| Coefficient of variation (CV) | 2.9448045 |
| Kurtosis | 87.983583 |
| Mean | 1144.7631 |
| Median Absolute Deviation (MAD) | 249 |
| Skewness | 7.9937905 |
| Sum | 3826943 |
| Variance | 11364339 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 311 | 9.3% |
| 16 | 15 | 0.4% |
| 21 | 14 | 0.4% |
| 34 | 13 | 0.4% |
| 87 | 12 | 0.4% |
| 5 | 12 | 0.4% |
| 20 | 12 | 0.4% |
| 64 | 12 | 0.4% |
| 85 | 12 | 0.4% |
| 10 | 12 | 0.4% |
| Other values (1421) | 2918 |
| Value | Count | Frequency (%) |
| 0 | 311 | |
| 1 | 8 | 0.2% |
| 2 | 12 | 0.4% |
| 3 | 3 | 0.1% |
| 4 | 6 | 0.2% |
| 5 | 12 | 0.4% |
| 6 | 5 | 0.1% |
| 7 | 2 | 0.1% |
| 8 | 5 | 0.1% |
| 9 | 6 | 0.2% |
| Value | Count | Frequency (%) |
| 55215 | 1 | |
| 55006 | 1 | |
| 50933 | 1 | |
| 44343 | 1 | |
| 38827 | 1 | |
| 37593 | 1 | |
| 35539 | 1 | |
| 32486 | 1 | |
| 29667 | 1 | |
| 28264 | 1 |
weather_delay
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 589 |
|---|---|
| Distinct (%) | 17.6% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.59138 |
| Minimum | 0 |
|---|---|
| Maximum | 14219 |
| Zeros | 1621 |
| Zeros (%) | 48.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 82 |
| 95-th percentile | 768.9 |
| Maximum | 14219 |
| Range | 14219 |
| Interquartile range (IQR) | 82 |
Descriptive statistics
| Standard deviation | 734.34354 |
|---|---|
| Coefficient of variation (CV) | 4.1350178 |
| Kurtosis | 136.12166 |
| Mean | 177.59138 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 10.293105 |
| Sum | 593688 |
| Variance | 539260.44 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1621 | |
| 2 | 28 | 0.8% |
| 15 | 26 | 0.8% |
| 13 | 25 | 0.7% |
| 8 | 24 | 0.7% |
| 22 | 23 | 0.7% |
| 10 | 23 | 0.7% |
| 20 | 22 | 0.7% |
| 16 | 22 | 0.7% |
| 29 | 20 | 0.6% |
| Other values (579) | 1509 |
| Value | Count | Frequency (%) |
| 0 | 1621 | |
| 1 | 13 | 0.4% |
| 2 | 28 | 0.8% |
| 3 | 17 | 0.5% |
| 4 | 14 | 0.4% |
| 5 | 13 | 0.4% |
| 6 | 15 | 0.4% |
| 7 | 18 | 0.5% |
| 8 | 24 | 0.7% |
| 9 | 20 | 0.6% |
| Value | Count | Frequency (%) |
| 14219 | 1 | |
| 12655 | 1 | |
| 10894 | 1 | |
| 10048 | 1 | |
| 9430 | 1 | |
| 9357 | 1 | |
| 8980 | 1 | |
| 8651 | 1 | |
| 8441 | 1 | |
| 8267 | 1 |
nas_delay
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1014 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 749.57942 |
| Minimum | 0 |
|---|---|
| Maximum | 82064 |
| Zeros | 527 |
| Zeros (%) | 15.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 21.5 |
| median | 106 |
| Q3 | 362 |
| 95-th percentile | 2968.4 |
| Maximum | 82064 |
| Range | 82064 |
| Interquartile range (IQR) | 340.5 |
Descriptive statistics
| Standard deviation | 3190.5092 |
|---|---|
| Coefficient of variation (CV) | 4.2563991 |
| Kurtosis | 223.08641 |
| Mean | 749.57942 |
| Median Absolute Deviation (MAD) | 106 |
| Skewness | 12.49362 |
| Sum | 2505844 |
| Variance | 10179349 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 527 | 15.7% |
| 17 | 26 | 0.8% |
| 18 | 22 | 0.7% |
| 25 | 21 | 0.6% |
| 16 | 21 | 0.6% |
| 51 | 20 | 0.6% |
| 56 | 18 | 0.5% |
| 21 | 18 | 0.5% |
| 15 | 18 | 0.5% |
| 32 | 18 | 0.5% |
| Other values (1004) | 2634 |
| Value | Count | Frequency (%) |
| 0 | 527 | |
| 1 | 14 | 0.4% |
| 2 | 12 | 0.4% |
| 3 | 14 | 0.4% |
| 4 | 9 | 0.3% |
| 5 | 13 | 0.4% |
| 6 | 16 | 0.5% |
| 7 | 8 | 0.2% |
| 8 | 11 | 0.3% |
| 9 | 15 | 0.4% |
| Value | Count | Frequency (%) |
| 82064 | 1 | |
| 61151 | 1 | |
| 52812 | 1 | |
| 45481 | 1 | |
| 42011 | 1 | |
| 38907 | 1 | |
| 26876 | 1 | |
| 26323 | 1 | |
| 26097 | 1 | |
| 25024 | 1 |
security_delay
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 125 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4008376 |
| Minimum | 0 |
|---|---|
| Maximum | 553 |
| Zeros | 2982 |
| Zeros (%) | 89.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 31 |
| Maximum | 553 |
| Range | 553 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27.161402 |
|---|---|
| Coefficient of variation (CV) | 5.0291091 |
| Kurtosis | 137.61281 |
| Mean | 5.4008376 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.007764 |
| Sum | 18055 |
| Variance | 737.74173 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2982 | |
| 16 | 15 | 0.4% |
| 4 | 13 | 0.4% |
| 17 | 12 | 0.4% |
| 11 | 11 | 0.3% |
| 7 | 11 | 0.3% |
| 18 | 10 | 0.3% |
| 15 | 8 | 0.2% |
| 36 | 8 | 0.2% |
| 19 | 7 | 0.2% |
| Other values (115) | 266 | 7.9% |
| (Missing) | 8 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 2982 | |
| 1 | 5 | 0.1% |
| 2 | 6 | 0.2% |
| 3 | 5 | 0.1% |
| 4 | 13 | 0.4% |
| 5 | 4 | 0.1% |
| 6 | 2 | 0.1% |
| 7 | 11 | 0.3% |
| 8 | 6 | 0.2% |
| 9 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 553 | 1 | |
| 496 | 1 | |
| 391 | 1 | |
| 376 | 1 | |
| 364 | 1 | |
| 345 | 1 | |
| 297 | 1 | |
| 274 | 1 | |
| 254 | 1 | |
| 226 | 1 |
late_aircraft_delay
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1354 |
|---|---|
| Distinct (%) | 40.5% |
| Missing | 8 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1256.5334 |
| Minimum | 0 |
|---|---|
| Maximum | 75179 |
| Zeros | 588 |
| Zeros (%) | 17.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 26.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 31 |
| median | 205 |
| Q3 | 724 |
| 95-th percentile | 4820.8 |
| Maximum | 75179 |
| Range | 75179 |
| Interquartile range (IQR) | 693 |
Descriptive statistics
| Standard deviation | 4184.4514 |
|---|---|
| Coefficient of variation (CV) | 3.3301555 |
| Kurtosis | 81.848748 |
| Mean | 1256.5334 |
| Median Absolute Deviation (MAD) | 205 |
| Skewness | 7.8422796 |
| Sum | 4200591 |
| Variance | 17509634 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 588 | 17.5% |
| 7 | 14 | 0.4% |
| 92 | 14 | 0.4% |
| 32 | 14 | 0.4% |
| 16 | 14 | 0.4% |
| 19 | 13 | 0.4% |
| 83 | 13 | 0.4% |
| 30 | 12 | 0.4% |
| 36 | 12 | 0.4% |
| 15 | 12 | 0.4% |
| Other values (1344) | 2637 |
| Value | Count | Frequency (%) |
| 0 | 588 | |
| 1 | 6 | 0.2% |
| 2 | 7 | 0.2% |
| 3 | 9 | 0.3% |
| 4 | 6 | 0.2% |
| 5 | 5 | 0.1% |
| 6 | 6 | 0.2% |
| 7 | 14 | 0.4% |
| 8 | 10 | 0.3% |
| 9 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 75179 | 1 | |
| 57253 | 1 | |
| 56225 | 1 | |
| 50291 | 1 | |
| 43519 | 1 | |
| 42588 | 1 | |
| 41463 | 1 | |
| 41251 | 1 | |
| 37973 | 1 | |
| 37066 | 1 |
| arr_flights | arr_del15 | carrier_ct | weather_ct | nas_ct | security_ct | late_aircraft_ct | arr_cancelled | arr_diverted | arr_delay | carrier_delay | weather_delay | nas_delay | security_delay | late_aircraft_delay | year | carrier | carrier_name | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| arr_flights | 1.000 | 0.920 | 0.891 | 0.596 | 0.783 | 0.379 | 0.797 | 0.542 | 0.421 | 0.863 | 0.836 | 0.577 | 0.760 | 0.379 | 0.760 | 0.015 | 0.078 | 0.078 |
| arr_del15 | 0.920 | 1.000 | 0.937 | 0.627 | 0.849 | 0.389 | 0.898 | 0.544 | 0.413 | 0.958 | 0.900 | 0.611 | 0.837 | 0.389 | 0.868 | 0.101 | 0.077 | 0.077 |
| carrier_ct | 0.891 | 0.937 | 1.000 | 0.558 | 0.706 | 0.364 | 0.780 | 0.498 | 0.398 | 0.894 | 0.950 | 0.539 | 0.694 | 0.364 | 0.745 | 0.075 | 0.095 | 0.095 |
| weather_ct | 0.596 | 0.627 | 0.558 | 1.000 | 0.504 | 0.261 | 0.549 | 0.419 | 0.367 | 0.642 | 0.548 | 0.978 | 0.520 | 0.260 | 0.537 | 0.021 | 0.000 | 0.000 |
| nas_ct | 0.783 | 0.849 | 0.706 | 0.504 | 1.000 | 0.364 | 0.737 | 0.479 | 0.348 | 0.796 | 0.687 | 0.497 | 0.972 | 0.364 | 0.727 | 0.076 | 0.043 | 0.043 |
| security_ct | 0.379 | 0.389 | 0.364 | 0.261 | 0.364 | 1.000 | 0.357 | 0.287 | 0.235 | 0.376 | 0.354 | 0.248 | 0.356 | 0.999 | 0.352 | 0.000 | 0.090 | 0.090 |
| late_aircraft_ct | 0.797 | 0.898 | 0.780 | 0.549 | 0.737 | 0.357 | 1.000 | 0.493 | 0.380 | 0.886 | 0.766 | 0.537 | 0.737 | 0.357 | 0.972 | 0.137 | 0.088 | 0.088 |
| arr_cancelled | 0.542 | 0.544 | 0.498 | 0.419 | 0.479 | 0.287 | 0.493 | 1.000 | 0.347 | 0.557 | 0.505 | 0.419 | 0.491 | 0.285 | 0.498 | 0.000 | 0.041 | 0.041 |
| arr_diverted | 0.421 | 0.413 | 0.398 | 0.367 | 0.348 | 0.235 | 0.380 | 0.347 | 1.000 | 0.415 | 0.395 | 0.355 | 0.354 | 0.234 | 0.376 | 0.059 | 0.026 | 0.026 |
| arr_delay | 0.863 | 0.958 | 0.894 | 0.642 | 0.796 | 0.376 | 0.886 | 0.557 | 0.415 | 1.000 | 0.922 | 0.644 | 0.815 | 0.375 | 0.892 | 0.105 | 0.048 | 0.048 |
| carrier_delay | 0.836 | 0.900 | 0.950 | 0.548 | 0.687 | 0.354 | 0.766 | 0.505 | 0.395 | 0.922 | 1.000 | 0.533 | 0.686 | 0.353 | 0.750 | 0.074 | 0.057 | 0.057 |
| weather_delay | 0.577 | 0.611 | 0.539 | 0.978 | 0.497 | 0.248 | 0.537 | 0.419 | 0.355 | 0.644 | 0.533 | 1.000 | 0.516 | 0.247 | 0.532 | 0.035 | 0.000 | 0.000 |
| nas_delay | 0.760 | 0.837 | 0.694 | 0.520 | 0.972 | 0.356 | 0.737 | 0.491 | 0.354 | 0.815 | 0.686 | 0.516 | 1.000 | 0.356 | 0.732 | 0.081 | 0.033 | 0.033 |
| security_delay | 0.379 | 0.389 | 0.364 | 0.260 | 0.364 | 0.999 | 0.357 | 0.285 | 0.234 | 0.375 | 0.353 | 0.247 | 0.356 | 1.000 | 0.352 | 0.033 | 0.057 | 0.057 |
| late_aircraft_delay | 0.760 | 0.868 | 0.745 | 0.537 | 0.727 | 0.352 | 0.972 | 0.498 | 0.376 | 0.892 | 0.750 | 0.532 | 0.732 | 0.352 | 1.000 | 0.129 | 0.059 | 0.059 |
| year | 0.015 | 0.101 | 0.075 | 0.021 | 0.076 | 0.000 | 0.137 | 0.000 | 0.059 | 0.105 | 0.074 | 0.035 | 0.081 | 0.033 | 0.129 | 1.000 | 0.161 | 0.161 |
| carrier | 0.078 | 0.077 | 0.095 | 0.000 | 0.043 | 0.090 | 0.088 | 0.041 | 0.026 | 0.048 | 0.057 | 0.000 | 0.033 | 0.057 | 0.059 | 0.161 | 1.000 | 1.000 |
| carrier_name | 0.078 | 0.077 | 0.095 | 0.000 | 0.043 | 0.090 | 0.088 | 0.041 | 0.026 | 0.048 | 0.057 | 0.000 | 0.033 | 0.057 | 0.059 | 0.161 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| year | month | carrier | carrier_name | airport | airport_name | arr_flights | arr_del15 | carrier_ct | weather_ct | nas_ct | security_ct | late_aircraft_ct | arr_cancelled | arr_diverted | arr_delay | carrier_delay | weather_delay | nas_delay | security_delay | late_aircraft_delay | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020 | 12 | 9E | Endeavor Air Inc. | ABE | Allentown/Bethlehem/Easton, PA: Lehigh Valley International | 44.0 | 3.0 | 1.63 | 0.00 | 0.12 | 0.0 | 1.25 | 0.0 | 1.0 | 89.0 | 56.0 | 0.0 | 3.0 | 0.0 | 30.0 |
| 1 | 2020 | 12 | 9E | Endeavor Air Inc. | ABY | Albany, GA: Southwest Georgia Regional | 90.0 | 1.0 | 0.96 | 0.00 | 0.04 | 0.0 | 0.00 | 0.0 | 0.0 | 23.0 | 22.0 | 0.0 | 1.0 | 0.0 | 0.0 |
| 2 | 2020 | 12 | 9E | Endeavor Air Inc. | AEX | Alexandria, LA: Alexandria International | 88.0 | 8.0 | 5.75 | 0.00 | 1.60 | 0.0 | 0.65 | 0.0 | 1.0 | 338.0 | 265.0 | 0.0 | 45.0 | 0.0 | 28.0 |
| 3 | 2020 | 12 | 9E | Endeavor Air Inc. | AGS | Augusta, GA: Augusta Regional at Bush Field | 184.0 | 9.0 | 4.17 | 0.00 | 1.83 | 0.0 | 3.00 | 0.0 | 0.0 | 508.0 | 192.0 | 0.0 | 92.0 | 0.0 | 224.0 |
| 4 | 2020 | 12 | 9E | Endeavor Air Inc. | ALB | Albany, NY: Albany International | 76.0 | 11.0 | 4.78 | 0.00 | 5.22 | 0.0 | 1.00 | 1.0 | 0.0 | 692.0 | 398.0 | 0.0 | 178.0 | 0.0 | 116.0 |
| 5 | 2020 | 12 | 9E | Endeavor Air Inc. | ATL | Atlanta, GA: Hartsfield-Jackson Atlanta International | 5985.0 | 445.0 | 142.89 | 11.96 | 161.37 | 1.0 | 127.79 | 5.0 | 0.0 | 30756.0 | 16390.0 | 1509.0 | 5060.0 | 16.0 | 7781.0 |
| 6 | 2020 | 12 | 9E | Endeavor Air Inc. | ATW | Appleton, WI: Appleton International | 142.0 | 14.0 | 5.36 | 0.00 | 7.70 | 0.0 | 0.94 | 1.0 | 0.0 | 436.0 | 162.0 | 0.0 | 182.0 | 0.0 | 92.0 |
| 7 | 2020 | 12 | 9E | Endeavor Air Inc. | AVL | Asheville, NC: Asheville Regional | 147.0 | 10.0 | 6.04 | 1.00 | 1.00 | 0.0 | 1.96 | 0.0 | 1.0 | 1070.0 | 838.0 | 141.0 | 24.0 | 0.0 | 67.0 |
| 8 | 2020 | 12 | 9E | Endeavor Air Inc. | AZO | Kalamazoo, MI: Kalamazoo/Battle Creek International | 84.0 | 14.0 | 6.24 | 0.96 | 6.80 | 0.0 | 0.00 | 1.0 | 1.0 | 2006.0 | 1164.0 | 619.0 | 223.0 | 0.0 | 0.0 |
| 9 | 2020 | 12 | 9E | Endeavor Air Inc. | BDL | Hartford, CT: Bradley International | 150.0 | 19.0 | 5.70 | 0.00 | 12.07 | 0.0 | 1.23 | 3.0 | 0.0 | 846.0 | 423.0 | 0.0 | 389.0 | 0.0 | 34.0 |
| year | month | carrier | carrier_name | airport | airport_name | arr_flights | arr_del15 | carrier_ct | weather_ct | nas_ct | security_ct | late_aircraft_ct | arr_cancelled | arr_diverted | arr_delay | carrier_delay | weather_delay | nas_delay | security_delay | late_aircraft_delay | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3341 | 2019 | 12 | DL | Delta Air Lines Inc. | VPS | Valparaiso, FL: Eglin AFB Destin Fort Walton Beach | 152.0 | 11.0 | 7.06 | 0.48 | 1.13 | 0.0 | 2.33 | 0.0 | 0.0 | 620.0 | 498.0 | 13.0 | 34.0 | 0.0 | 75.0 |
| 3342 | 2019 | 12 | DL | Delta Air Lines Inc. | XNA | Fayetteville, AR: Northwest Arkansas Regional | 36.0 | 1.0 | 1.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 1.0 | 17.0 | 17.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3343 | 2019 | 12 | EV | ExpressJet Airlines LLC | ABQ | Albuquerque, NM: Albuquerque International Sunport | 44.0 | 12.0 | 6.04 | 0.92 | 3.63 | 0.0 | 1.41 | 0.0 | 0.0 | 1397.0 | 1028.0 | 102.0 | 163.0 | 0.0 | 104.0 |
| 3344 | 2019 | 12 | EV | ExpressJet Airlines LLC | AEX | Alexandria, LA: Alexandria International | 75.0 | 9.0 | 2.38 | 1.00 | 0.01 | 0.0 | 5.61 | 1.0 | 0.0 | 605.0 | 82.0 | 28.0 | 1.0 | 0.0 | 494.0 |
| 3345 | 2019 | 12 | EV | ExpressJet Airlines LLC | ALB | Albany, NY: Albany International | 16.0 | 12.0 | 4.23 | 0.00 | 3.03 | 0.0 | 4.75 | 1.0 | 0.0 | 858.0 | 443.0 | 0.0 | 186.0 | 0.0 | 229.0 |
| 3346 | 2019 | 12 | EV | ExpressJet Airlines LLC | AMA | Amarillo, TX: Rick Husband Amarillo International | 56.0 | 8.0 | 2.20 | 1.00 | 3.99 | 0.0 | 0.80 | 0.0 | 1.0 | 353.0 | 165.0 | 19.0 | 135.0 | 0.0 | 34.0 |
| 3347 | 2019 | 12 | EV | ExpressJet Airlines LLC | ATL | Atlanta, GA: Hartsfield-Jackson Atlanta International | 76.0 | 17.0 | 7.51 | 0.24 | 4.13 | 0.0 | 5.12 | 0.0 | 0.0 | 1880.0 | 1516.0 | 25.0 | 200.0 | 0.0 | 139.0 |
| 3348 | 2019 | 12 | EV | ExpressJet Airlines LLC | AUS | Austin, TX: Austin - Bergstrom International | 7.0 | 1.0 | 0.00 | 0.48 | 0.52 | 0.0 | 0.00 | 0.0 | 0.0 | 96.0 | 0.0 | 46.0 | 50.0 | 0.0 | 0.0 |
| 3349 | 2019 | 12 | EV | ExpressJet Airlines LLC | AVL | Asheville, NC: Asheville Regional | 12.0 | 1.0 | 0.00 | 0.00 | 1.00 | 0.0 | 0.00 | 0.0 | 0.0 | 23.0 | 0.0 | 0.0 | 23.0 | 0.0 | 0.0 |
| 3350 | 2019 | 12 | EV | ExpressJet Airlines LLC | AZO | Kalamazoo, MI: Kalamazoo/Battle Creek International | 9.0 | 1.0 | 0.87 | 0.00 | 0.13 | 0.0 | 0.00 | 0.0 | 0.0 | 23.0 | 20.0 | 0.0 | 3.0 | 0.0 | 0.0 |